ÖAW AI Winter School 2023
from
Monday, January 23, 2023 (8:30 AM)
to
Friday, January 27, 2023 (5:00 PM)
Monday, January 23, 2023
8:30 AM
Registration
-
Brigitte De Monte
Registration
Brigitte De Monte
8:30 AM - 9:00 AM
Room: Seminar room 1 + 2
9:00 AM
Welcome
-
Wolfgang Waltenberger
(
Austrian Academy of Sciences (AT)
)
Welcome
Wolfgang Waltenberger
(
Austrian Academy of Sciences (AT)
)
9:00 AM - 9:10 AM
Room: Seminar room 1 + 2
9:10 AM
Introduction, NLP and deep learning
-
Tomasz Walkowiak
Introduction, NLP and deep learning
Tomasz Walkowiak
9:10 AM - 10:30 AM
Room: Seminar room 1 + 2
10:30 AM
Coffee Break
Coffee Break
10:30 AM - 11:00 AM
Room: Seminar room 1 + 2
11:00 AM
Introduction, Deep Learning and Natural Sciences
-
Gregor Kasieczka
(
Hamburg University (DE)
)
Introduction, Deep Learning and Natural Sciences
Gregor Kasieczka
(
Hamburg University (DE)
)
11:00 AM - 12:30 PM
Room: Seminar room 1 + 2
12:30 PM
Lunch Break
Lunch Break
12:30 PM - 2:00 PM
Room: Seminar room 1 + 2
2:00 PM
Natural Language Processing
-
Tomasz Walkowiak
Natural Language Processing
Tomasz Walkowiak
2:00 PM - 3:30 PM
Room: Seminar room 1 + 2
3:30 PM
Coffee Break
Coffee Break
3:30 PM - 4:00 PM
Room: Seminar room 1 + 2
4:00 PM
Exercises
-
Tomasz Walkowiak
Exercises
Tomasz Walkowiak
4:00 PM - 6:00 PM
Room: Seminar room 1 + 2
6:00 PM
Welcome Reception
Welcome Reception
6:00 PM - 8:00 PM
Room: Seminar room 1 + 2
Tuesday, January 24, 2023
9:00 AM
Unsupervised methods
-
Gregor Kasieczka
(
Hamburg University (DE)
)
Unsupervised methods
Gregor Kasieczka
(
Hamburg University (DE)
)
9:00 AM - 10:30 AM
Room: Seminar room 1 + 2
10:30 AM
Coffee Break
Coffee Break
10:30 AM - 11:00 AM
Room: Seminar room 1 + 2
11:00 AM
Multidimensional Scaling, Data Visualization, and Explainable AI
-
Tomasz Walkowiak
Mateusz Gniewkowski
Multidimensional Scaling, Data Visualization, and Explainable AI
Tomasz Walkowiak
Mateusz Gniewkowski
11:00 AM - 12:30 PM
Room: Seminar room 1 + 2
12:30 PM
Lunch Break
Lunch Break
12:30 PM - 2:00 PM
Room: Seminar room 1 + 2
2:00 PM
Exercises - Normalizing Flows
-
Manuel Sommerhalder
(
Hamburg University (DE)
)
Exercises - Normalizing Flows
Manuel Sommerhalder
(
Hamburg University (DE)
)
2:00 PM - 4:00 PM
Room: Seminar room 1 + 2
4:00 PM
Coffee Break
Coffee Break
4:00 PM - 4:30 PM
Room: Seminar room 1 + 2
4:30 PM
Exercises - Anomaly Detection
-
Manuel Sommerhalder
(
Hamburg University (DE)
)
Exercises - Anomaly Detection
Manuel Sommerhalder
(
Hamburg University (DE)
)
4:30 PM - 6:00 PM
Room: Seminar room 1 + 2
Wednesday, January 25, 2023
9:00 AM
Sentiment Analysis
-
Thomas Kolb
Mete Sertkan
Julia Neidhardt
Sentiment Analysis
Thomas Kolb
Mete Sertkan
Julia Neidhardt
9:00 AM - 10:30 AM
Room: Seminar room 1 + 2
25 min Overview of Application of NLP in Recommender Systems and other areas + short introduction to Digital Humanism 45 min Sentiment Analysis 20 min Emotion Detection
10:30 AM
Coffee Break
Coffee Break
10:30 AM - 11:00 AM
Room: Seminar room 1 + 2
11:00 AM
Toxicity, and Populism
-
Julia Neidhardt
Ahmadou Wagne
Irina Nalis
Toxicity, and Populism
Julia Neidhardt
Ahmadou Wagne
Irina Nalis
11:00 AM - 12:30 PM
Room: Seminar room 1 + 2
25 min Emotion Detection 25 min Psychological perspective 15 min Toxicity Detection 25 min Populism Detection
12:30 PM
Lunch Break
Lunch Break
12:30 PM - 2:00 PM
Room: Seminar room 1 + 2
2:00 PM
Exercises
-
Julia Neidhardt
Thomas Kolb
Meta Sertkan
Exercises
Julia Neidhardt
Thomas Kolb
Meta Sertkan
2:00 PM - 4:00 PM
Room: Seminar room 1 + 2
https://github.com/CDL-RecSys/oeaw-ai-winter-school-2023
4:00 PM
Coffee Break
Coffee Break
4:00 PM - 4:30 PM
Room: Seminar room 1 + 2
4:30 PM
Exercises
-
Adhmadou Wagne
Irina Nalis
Julia Neidhardt
Exercises
Adhmadou Wagne
Irina Nalis
Julia Neidhardt
4:30 PM - 6:00 PM
Room: Seminar room 1 + 2
6:00 PM
Hackathon
Hackathon
6:00 PM - 8:30 PM
Room: Seminar room 1 + 2
Thursday, January 26, 2023
9:00 AM
Differentiable Programming
-
Lukas Alexander Heinrich
(
Technische Universitat Munchen (DE)
)
Differentiable Programming
Lukas Alexander Heinrich
(
Technische Universitat Munchen (DE)
)
9:00 AM - 10:30 AM
Room: Seminar room 1 + 2
10:30 AM
Coffee Break
Coffee Break
10:30 AM - 11:00 AM
Room: Seminar room 1 + 2
11:00 AM
Simulation Based Inference
-
Lukas Alexander Heinrich
(
Max Planck Society (DE)
)
Simulation Based Inference
Lukas Alexander Heinrich
(
Max Planck Society (DE)
)
11:00 AM - 12:30 PM
Room: Seminar room 1 + 2
12:30 PM
Lunch Break
Lunch Break
12:30 PM - 2:00 PM
Room: Seminar room 1 + 2
2:00 PM
Exercises
-
Lukas Alexander Heinrich
(
Max Planck Society (DE)
)
Exercises
Lukas Alexander Heinrich
(
Max Planck Society (DE)
)
2:00 PM - 4:00 PM
Room: Seminar room 1 + 2
4:00 PM
Coffee Break
Coffee Break
4:00 PM - 4:30 PM
Room: Seminar room 1 + 2
4:30 PM
Exercises
-
Lukas Alexander Heinrich
(
Max Planck Society (DE)
)
Exercises
Lukas Alexander Heinrich
(
Max Planck Society (DE)
)
4:30 PM - 6:00 PM
Room: Seminar room 1 + 2
6:30 PM
Social Dinner
Social Dinner
6:30 PM - 9:30 PM
Friday, January 27, 2023
9:30 AM
Exercises
-
Tomasz Walkowiak
Exercises
Tomasz Walkowiak
9:30 AM - 11:00 AM
Room: Seminar room 1 + 2
11:00 AM
Coffee Break
Coffee Break
11:00 AM - 11:30 AM
Room: Seminar room 1 + 2
11:30 AM
Exercises - Model-Agnostic Explanation Techniques
-
Mateusz Gniewkowski
Exercises - Model-Agnostic Explanation Techniques
Mateusz Gniewkowski
11:30 AM - 12:50 PM
Room: Seminar room 1 + 2
12:50 PM
Closing
-
Wolfgang Waltenberger
(
Austrian Academy of Sciences (AT)
)
Closing
Wolfgang Waltenberger
(
Austrian Academy of Sciences (AT)
)
12:50 PM - 1:00 PM
Room: Seminar room 1 + 2